crealwork/ai-marketing-kit · Archived

longform-to-content

Use when a user provides a long-form recording (webinar, class, lecture, talk, podcast, meeting — 통영상, 웨비나 ?

First seen Aug 13, 2026

Installation

$ npx skills add crealwork/ai-marketing-kit --skill longform-to-content

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Gemini CLI Not declared
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Repository health

Stars 18
License LICENSE
Default branch main
Open issues 0
Status Archived

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,746 B
  • docs README.md 7,080 B
  • docs SUMMARY.md 487 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 2 installs

SKILL.md

Longform → Content

One raw recording in → a published content system out: relayouted full edit + burned captions + cold open, 4–8 vertical shorts, CTR thumbnails, and scheduled posts.

Every gate below is MANDATORY, in order. Skipping a gate or a self-test is a failure, not a shortcut. Violating the letter of these rules is violating their spirit. Each rule exists because an agent already broke it in production (see Red Flags).

Gates (run in order)

digraph gates {
    "G0 Setup check" -> "G1 Brand check" -> "G2 Edit pipeline" -> "G3 Thumbnails" -> "G4 Publish";
    "G0 Setup check" -> "STOP: give user references/SETUP.md installs, wait" [label="tool missing"];
    "G1 Brand check" -> "Run brand intake (references/BRAND.md)" [label="no DESIGN.md"];
    "G4 Publish" -> "STOP: user has no Zernio → onboarding in references/PUBLISHING.md" [label="no account"];
}

G0 — Setup. Verify EVERY tool in references/SETUP.md with its verify command. Any missing → do not improvise; hand the user that file's install links + instructions and wait. Never substitute a "similar" tool.

G1 — Brand. A DESIGN.md with measurable tokens (2 colors as hex, fonts as file paths, wordmark rule) MUST exist before any pixel is rendered. None? Run the intake in references/BRAND.md — derive from the user's site/deck, or interview, or apply the neutral default. Never invent brand values silently.

G2 — Edit. Follow references/PIPELINE.md exactly: transcribe once (word-level, cached) → measure layout geometry per recording → EDL (silence + tight-pacing + disfluency/stumble cuts — tight is the retention default, PIPELINE.md §3–4) → relayout render → cold open + cards → corrected burned captions LAST → SRT + chapters → frame-by-frame self-review before showing the user. Caption timing/text correctness has its own bible: references/CAPTIONS.md — read it before writing any cue.

G3 — Thumbnails. references/THUMBNAILS.md. The main thumbnail's claim MUST be the first spoken line of the cold open, and the user's real face photo MUST be used.

G4 — Publish. Packaging (titles, descriptions, chapters, cadence) per references/YOUTUBE.md; mechanics per references/PUBLISHING.md via Zernio API. Publishing is user-gated: get explicit per-destination approval ("올려줘/schedule it") before any publishNow or scheduledFor call. On any timeout: LIST posts before retrying — never blind-retry.

Quick reference

Task Where
Tool installs + verify commands references/SETUP.md
Brand intake / DESIGN.md template references/BRAND.md
Full pipeline: cuts, disfluency, relayout, cold open references/PIPELINE.md
Caption correctness: timing math, ASR corrections, styles references/CAPTIONS.md
Shorts: moment selection, canvas zones, hook titles, first-frame rule references/SHORTS.md
Thumbnail CTR rules + generation references/THUMBNAILS.md
YouTube packaging: titles, descriptions, chapters, cadence, analytics references/YOUTUBE.md
Zernio onboarding + API + scheduling references/PUBLISHING.md
Reference implementations (adapt constants) scripts/ + scripts/README.md
Agents without a skills harness (paste-in prompt + capability matrix) BOOTSTRAP.md

Secrets rule (absolute): skills, handoffs, and scripts reference secret NAMES (ZERNIOAPIKEY) and where the user stores them — never values, never the user's account IDs, never their key-file contents. Scrub before sharing anything portable.

Red Flags — STOP, you are about to repeat a real production failure

Rationalization Reality (it already happened)
"I'll put the absolute path in the ffmpeg filter" C: colon breaks filter parsing. Relative path + cwd only.
"Python print is fine without utf-8" cp1252 crashed on Korean. PYTHONUTF8=1 + reconfigure, always.
"The POST timed out, I'll just retry" The post WAS created. Blind retry = duplicate publish. LIST first.
"ASR captions are probably fine" Scribe mangled ~95 terms in one hour of Korean. Build corrections, grep-verify zero residuals.
"The image model will render the text correctly" It dropped "$20" → "0". READ the output, regenerate on any glyph error. Never inpaint.
"Thumbnail and intro don't need to match" Click → first line must repay the thumbnail claim. Reorder the cold open.
"I can skip frame review, the commands succeeded" Silent failures are invisible in exit codes. Extract frames and READ them.
"One-pass filtergraph is simpler" Double-encodes when overlays change. Per-segment extract → -c copy concat.
"Captions can go before the overlay" Overlays hide captions. Captions are LAST.
"User has no brand, I'll just pick something" Run the intake. Defaults are chosen BY RULE, not by taste.

Scope limits

  • Talking-head/presentation recordings. Not for music videos or animation-first work.
  • Voice processing (denoise/EQ) is opt-in only — default keeps original audio untouched.
  • The agent's ceiling is staged/scheduled posts; the user presses the final go.